| config: ./conf/tuning/train_vits.yaml | |
| print_config: false | |
| log_level: INFO | |
| dry_run: false | |
| iterator_type: sequence | |
| output_dir: exp/tts_train_vits_raw_phn_pypinyin_g2p_phone | |
| ngpu: 1 | |
| seed: 777 | |
| num_workers: 4 | |
| num_att_plot: 3 | |
| dist_backend: nccl | |
| dist_init_method: env:// | |
| dist_world_size: 4 | |
| dist_rank: 0 | |
| local_rank: 0 | |
| dist_master_addr: localhost | |
| dist_master_port: 41492 | |
| dist_launcher: null | |
| multiprocessing_distributed: true | |
| unused_parameters: true | |
| sharded_ddp: false | |
| cudnn_enabled: true | |
| cudnn_benchmark: true | |
| cudnn_deterministic: false | |
| collect_stats: false | |
| write_collected_feats: false | |
| max_epoch: 2000 | |
| patience: null | |
| val_scheduler_criterion: | |
| - valid | |
| - loss | |
| early_stopping_criterion: | |
| - valid | |
| - loss | |
| - min | |
| best_model_criterion: | |
| - - train | |
| - total_count | |
| - max | |
| keep_nbest_models: 10 | |
| grad_clip: -1 | |
| grad_clip_type: 2.0 | |
| grad_noise: false | |
| accum_grad: 1 | |
| no_forward_run: false | |
| resume: true | |
| train_dtype: float32 | |
| use_amp: false | |
| log_interval: 50 | |
| use_tensorboard: true | |
| use_wandb: false | |
| wandb_project: null | |
| wandb_id: null | |
| wandb_entity: null | |
| wandb_name: null | |
| wandb_model_log_interval: -1 | |
| detect_anomaly: false | |
| pretrain_path: null | |
| init_param: [] | |
| ignore_init_mismatch: false | |
| freeze_param: [] | |
| num_iters_per_epoch: 500 | |
| batch_size: 20 | |
| valid_batch_size: null | |
| batch_bins: 5000000 | |
| valid_batch_bins: null | |
| train_shape_file: | |
| - exp/tts_stats_raw_linear_spectrogram_phn_pypinyin_g2p_phone/train/text_shape.phn | |
| - exp/tts_stats_raw_linear_spectrogram_phn_pypinyin_g2p_phone/train/speech_shape | |
| valid_shape_file: | |
| - exp/tts_stats_raw_linear_spectrogram_phn_pypinyin_g2p_phone/valid/text_shape.phn | |
| - exp/tts_stats_raw_linear_spectrogram_phn_pypinyin_g2p_phone/valid/speech_shape | |
| batch_type: numel | |
| valid_batch_type: null | |
| fold_length: | |
| - 150 | |
| - 204800 | |
| sort_in_batch: descending | |
| sort_batch: descending | |
| multiple_iterator: false | |
| chunk_length: 500 | |
| chunk_shift_ratio: 0.5 | |
| num_cache_chunks: 1024 | |
| train_data_path_and_name_and_type: | |
| - - dump/22k/raw/tr_no_dev/text | |
| - text | |
| - text | |
| - - dump/22k/raw/tr_no_dev/wav.scp | |
| - speech | |
| - sound | |
| valid_data_path_and_name_and_type: | |
| - - dump/22k/raw/dev/text | |
| - text | |
| - text | |
| - - dump/22k/raw/dev/wav.scp | |
| - speech | |
| - sound | |
| allow_variable_data_keys: false | |
| max_cache_size: 0.0 | |
| max_cache_fd: 32 | |
| valid_max_cache_size: null | |
| optim: adamw | |
| optim_conf: | |
| lr: 0.0002 | |
| betas: | |
| - 0.8 | |
| - 0.99 | |
| eps: 1.0e-09 | |
| weight_decay: 0.0 | |
| scheduler: exponentiallr | |
| scheduler_conf: | |
| gamma: 0.999875 | |
| optim2: adamw | |
| optim2_conf: | |
| lr: 0.0002 | |
| betas: | |
| - 0.8 | |
| - 0.99 | |
| eps: 1.0e-09 | |
| weight_decay: 0.0 | |
| scheduler2: exponentiallr | |
| scheduler2_conf: | |
| gamma: 0.999875 | |
| generator_first: false | |
| token_list: | |
| - <blank> | |
| - <unk> | |
| - d | |
| - sh | |
| - j | |
| - l | |
| - 。 | |
| - zh | |
| - ， | |
| - i4 | |
| - x | |
| - h | |
| - b | |
| - e | |
| - g | |
| - t | |
| - m | |
| - z | |
| - q | |
| - i1 | |
| - i3 | |
| - ch | |
| - u4 | |
| - n | |
| - f | |
| - i2 | |
| - r | |
| - k | |
| - s | |
| - e4 | |
| - ai4 | |
| - a1 | |
| - c | |
| - p | |
| - ian4 | |
| - uo3 | |
| - ao3 | |
| - ai2 | |
| - ao4 | |
| - an4 | |
| - u3 | |
| - ong1 | |
| - ing2 | |
| - en2 | |
| - u2 | |
| - e2 | |
| - ui4 | |
| - ian2 | |
| - iou3 | |
| - ang4 | |
| - u1 | |
| - iao4 | |
| - uo4 | |
| - eng2 | |
| - a4 | |
| - in1 | |
| - ang1 | |
| - eng1 | |
| - ou3 | |
| - ian1 | |
| - ou4 | |
| - ing1 | |
| - uo1 | |
| - an1 | |
| - ian3 | |
| - ie3 | |
| - a3 | |
| - an3 | |
| - ing4 | |
| - an2 | |
| - ü4 | |
| - iao3 | |
| - ei4 | |
| - ong2 | |
| - en1 | |
| - uei4 | |
| - üan2 | |
| - ang2 | |
| - ang3 | |
| - iu4 | |
| - iang4 | |
| - ai3 | |
| - ao1 | |
| - ou1 | |
| - eng4 | |
| - iang3 | |
| - en3 | |
| - ai1 | |
| - ong4 | |
| - ie4 | |
| - e3 | |
| - ia1 | |
| - uo2 | |
| - ia4 | |
| - ü3 | |
| - uan1 | |
| - er2 | |
| - ei3 | |
| - ei2 | |
| - iang1 | |
| - ing3 | |
| - en4 | |
| - ü2 | |
| - uan3 | |
| - e1 | |
| - in2 | |
| - iao1 | |
| - i | |
| - in4 | |
| - ie1 | |
| - ong3 | |
| - iang2 | |
| - ie2 | |
| - uan4 | |
| - a2 | |
| - ui3 | |
| - eng3 | |
| - uan2 | |
| - üe4 | |
| - uai4 | |
| - ou2 | |
| - ？ | |
| - üe2 | |
| - in3 | |
| - uang3 | |
| - uang1 | |
| - iu2 | |
| - en | |
| - a | |
| - ao2 | |
| - ua4 | |
| - un1 | |
| - ui1 | |
| - uei2 | |
| - iong4 | |
| - uang2 | |
| - v3 | |
| - ui2 | |
| - iao2 | |
| - uang4 | |
| - ü1 | |
| - ei1 | |
| - o2 | |
| - er4 | |
| - iou2 | |
| - iou4 | |
| - ！ | |
| - ua1 | |
| - üan4 | |
| - iu3 | |
| - un4 | |
| - üan3 | |
| - ün4 | |
| - uen2 | |
| - iu1 | |
| - un3 | |
| - uen4 | |
| - un2 | |
| - er3 | |
| - ün1 | |
| - ün2 | |
| - o4 | |
| - o1 | |
| - ua2 | |
| - uei1 | |
| - uei3 | |
| - ia3 | |
| - iong3 | |
| - ua3 | |
| - ia | |
| - v4 | |
| - üe1 | |
| - üan1 | |
| - iong1 | |
| - ia2 | |
| - uai1 | |
| - iong2 | |
| - iou1 | |
| - uai3 | |
| - üe3 | |
| - uen1 | |
| - uen3 | |
| - uai2 | |
| - o3 | |
| - er | |
| - ve4 | |
| - ou | |
| - io1 | |
| - ün3 | |
| - ueng1 | |
| - v2 | |
| - uo | |
| - ueng4 | |
| - o | |
| - ua | |
| - ei | |
| - '2' | |
| - ueng3 | |
| - ang | |
| - Ｐ | |
| - Ｂ | |
| - <sos/eos> | |
| odim: null | |
| model_conf: {} | |
| use_preprocessor: true | |
| token_type: phn | |
| bpemodel: null | |
| non_linguistic_symbols: null | |
| cleaner: null | |
| g2p: pypinyin_g2p_phone | |
| feats_extract: linear_spectrogram | |
| feats_extract_conf: | |
| n_fft: 1024 | |
| hop_length: 256 | |
| win_length: null | |
| normalize: null | |
| normalize_conf: {} | |
| tts: vits | |
| tts_conf: | |
| generator_type: vits_generator | |
| generator_params: | |
| hidden_channels: 192 | |
| spks: -1 | |
| global_channels: -1 | |
| segment_size: 32 | |
| text_encoder_attention_heads: 2 | |
| text_encoder_ffn_expand: 4 | |
| text_encoder_blocks: 6 | |
| text_encoder_positionwise_layer_type: conv1d | |
| text_encoder_positionwise_conv_kernel_size: 3 | |
| text_encoder_positional_encoding_layer_type: rel_pos | |
| text_encoder_self_attention_layer_type: rel_selfattn | |
| text_encoder_activation_type: swish | |
| text_encoder_normalize_before: true | |
| text_encoder_dropout_rate: 0.1 | |
| text_encoder_positional_dropout_rate: 0.0 | |
| text_encoder_attention_dropout_rate: 0.1 | |
| use_macaron_style_in_text_encoder: true | |
| use_conformer_conv_in_text_encoder: false | |
| text_encoder_conformer_kernel_size: -1 | |
| decoder_kernel_size: 7 | |
| decoder_channels: 512 | |
| decoder_upsample_scales: | |
| - 8 | |
| - 8 | |
| - 2 | |
| - 2 | |
| decoder_upsample_kernel_sizes: | |
| - 16 | |
| - 16 | |
| - 4 | |
| - 4 | |
| decoder_resblock_kernel_sizes: | |
| - 3 | |
| - 7 | |
| - 11 | |
| decoder_resblock_dilations: | |
| - - 1 | |
| - 3 | |
| - 5 | |
| - - 1 | |
| - 3 | |
| - 5 | |
| - - 1 | |
| - 3 | |
| - 5 | |
| use_weight_norm_in_decoder: true | |
| posterior_encoder_kernel_size: 5 | |
| posterior_encoder_layers: 16 | |
| posterior_encoder_stacks: 1 | |
| posterior_encoder_base_dilation: 1 | |
| posterior_encoder_dropout_rate: 0.0 | |
| use_weight_norm_in_posterior_encoder: true | |
| flow_flows: 4 | |
| flow_kernel_size: 5 | |
| flow_base_dilation: 1 | |
| flow_layers: 4 | |
| flow_dropout_rate: 0.0 | |
| use_weight_norm_in_flow: true | |
| use_only_mean_in_flow: true | |
| stochastic_duration_predictor_kernel_size: 3 | |
| stochastic_duration_predictor_dropout_rate: 0.5 | |
| stochastic_duration_predictor_flows: 4 | |
| stochastic_duration_predictor_dds_conv_layers: 3 | |
| vocabs: 202 | |
| aux_channels: 513 | |
| discriminator_type: hifigan_multi_scale_multi_period_discriminator | |
| discriminator_params: | |
| scales: 1 | |
| scale_downsample_pooling: AvgPool1d | |
| scale_downsample_pooling_params: | |
| kernel_size: 4 | |
| stride: 2 | |
| padding: 2 | |
| scale_discriminator_params: | |
| in_channels: 1 | |
| out_channels: 1 | |
| kernel_sizes: | |
| - 15 | |
| - 41 | |
| - 5 | |
| - 3 | |
| channels: 128 | |
| max_downsample_channels: 1024 | |
| max_groups: 16 | |
| bias: true | |
| downsample_scales: | |
| - 2 | |
| - 2 | |
| - 4 | |
| - 4 | |
| - 1 | |
| nonlinear_activation: LeakyReLU | |
| nonlinear_activation_params: | |
| negative_slope: 0.1 | |
| use_weight_norm: true | |
| use_spectral_norm: false | |
| follow_official_norm: false | |
| periods: | |
| - 2 | |
| - 3 | |
| - 5 | |
| - 7 | |
| - 11 | |
| period_discriminator_params: | |
| in_channels: 1 | |
| out_channels: 1 | |
| kernel_sizes: | |
| - 5 | |
| - 3 | |
| channels: 32 | |
| downsample_scales: | |
| - 3 | |
| - 3 | |
| - 3 | |
| - 3 | |
| - 1 | |
| max_downsample_channels: 1024 | |
| bias: true | |
| nonlinear_activation: LeakyReLU | |
| nonlinear_activation_params: | |
| negative_slope: 0.1 | |
| use_weight_norm: true | |
| use_spectral_norm: false | |
| generator_adv_loss_params: | |
| average_by_discriminators: false | |
| loss_type: mse | |
| discriminator_adv_loss_params: | |
| average_by_discriminators: false | |
| loss_type: mse | |
| feat_match_loss_params: | |
| average_by_discriminators: false | |
| average_by_layers: false | |
| include_final_outputs: true | |
| mel_loss_params: | |
| fs: 22050 | |
| n_fft: 1024 | |
| hop_length: 256 | |
| win_length: null | |
| window: hann | |
| n_mels: 80 | |
| fmin: 0 | |
| fmax: null | |
| log_base: null | |
| lambda_adv: 1.0 | |
| lambda_mel: 45.0 | |
| lambda_feat_match: 2.0 | |
| lambda_dur: 1.0 | |
| lambda_kl: 1.0 | |
| sampling_rate: 22050 | |
| cache_generator_outputs: true | |
| pitch_extract: null | |
| pitch_extract_conf: {} | |
| pitch_normalize: null | |
| pitch_normalize_conf: {} | |
| energy_extract: null | |
| energy_extract_conf: {} | |
| energy_normalize: null | |
| energy_normalize_conf: {} | |
| required: | |
| - output_dir | |
| - token_list | |
| version: 0.10.3a1 | |
| distributed: true | |